PyRank
lmcinnes

umap-learn

Uniform Manifold Approximation and Projection
PyPI GitHub

Shared Repository

This package shares its GitHub repository (lmcinnes/umap) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
255.5K
Week
1.4M
Month
6.3M
Stars
8.2K
Forks
862
Issues
490
Version
0.5.12

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
84
Adoption
70
Community
80
How the maintenance status was determined
Last commit
21 days ago
Monthly downloads
6,278,985
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
6,278,985
Stars
8,177
Stars per 1k downloads
1.30
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
205,595
Month daily avg
209,300
Momentum
-1.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BSD
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
44 days ago
Total releases
45
Releases/year
5.3
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
131
Monthly downloads
6,278,985
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
83
 
Issue Burden
59.9
per 1k stars
Discussions
7.7
per 1k stars
Fork Ratio
15.2%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 109.0K
Windows 7.3K
macOS 2.7K

Python Versions

3.12
37.0% 41.7K
3.13
31.1% 35.0K
3.11
15.6% 17.6K
3.10
13.2% 14.8K
3.14
3.1% 3.5K

Top Countries

1. US US
62.2K
2. FI FI
29.2K
3. CA CA
5.1K
4. SG SG
2.8K
5. NL NL
2.8K
6. DE DE
2.1K
7. CN CN
1.9K
8. IE IE
1.6K
9. IN IN
1.1K
10. JP JP
1.0K

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
BSD
First Release
November 10, 2017
Last Release
1 month ago
Last Commit
3 weeks ago
Latest Version
0.5.12
Total Releases
45
Contributors
131
Open PRs
30
Archived
No
Python Versions
3.9 3.10 3.11 3.12
Wheels
py3
Keywords
dimension reduction umap t-sne manifold
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links